Description
TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a denial of service via a `CHECK`-fail in `tf.raw_ops.QuantizeAndDequantizeV4Grad`. This is because the implementation does not validate the rank of the `input_*` tensors. In turn, this results in the tensors being passes as they are to `QuantizeAndDequantizePerChannelGradientImpl`. However, the `vec<T>` method, requires the rank to 1 and triggers a `CHECK` failure otherwise. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2 as this is the only other affected version.
References (4)
Core 4
Core References
Exploit, Patch, Third Party Advisory x_refsource_confirm
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6g85-3hm8-83f9
Patch, Third Party Advisory x_refsource_misc
https://github.com/tensorflow/tensorflow/commit/20431e9044cf2ad3c0323c34888b192f3289af6b
Scores
CVSS v3
2.5
EPSS
0.0003
EPSS Percentile
7.6%
Attack Vector
LOCAL
CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L
Details
CWE
CWE-754
Status
published
Products (4)
google/tensorflow
2.4.0 - 2.4.2
pypi/tensorflow
2.4.0 - 2.4.2PyPI
pypi/tensorflow-cpu
2.4.0 - 2.4.2PyPI
pypi/tensorflow-gpu
2.4.0 - 2.4.2PyPI
Published
May 14, 2021
Tracked Since
Feb 18, 2026